SymbolicAI: A Neuro-Symbolic Framework for LLMs

SymbolicAI is a neuro-symbolic framework blending classic Python programming with the differentiable programmability of LLMs. Its modular design allows easy extension and customization, enabling users to write their own engines, host them locally, or interface with tools like web search and image generation. Core concepts are Symbol objects (syntactic and semantic) and contracts (ensuring code correctness via decorators). SymbolicAI supports numerous primitive operations and integrates with neuro-symbolic engines like OpenAI and Anthropic via APIs, along with tools such as Wolfram Alpha and search engines. A priority-based configuration system simplifies management.